Large Language Model

Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings

Authors: Zonghao Ying, Guangyi Zheng, Yongxin Huang, Deyue Zhang, Wenxin Zhang, Quanchen Zou, Aishan Liu, Xianglong Liu, Dacheng Tao | Published: 2025-03-19
Prompt Injection
Large Language Model
Attack Method
2025.03.19 2025.05.27
Literature Database

MirrorShield: Towards Universal Defense Against Jailbreaks via Entropy-Guided Mirror Crafting

Authors: Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang | Published: 2025-03-17 | Updated: 2025-05-20
Prompt Injection
Large Language Model
Attack Method
2025.03.17 2025.05.27
Literature Database

Probabilistic Modeling of Jailbreak on Multimodal LLMs: From Quantification to Application

Authors: Wenzhuo Xu, Zhipeng Wei, Xiongtao Sun, Zonghao Ying, Deyue Zhang, Dongdong Yang, Xiangzheng Zhang, Quanchen Zou | Published: 2025-03-10 | Updated: 2025-07-31
Prompt Injection
Large Language Model
Robustness of Watermarking Techniques
2025.03.10 2025.08.02
Literature Database

A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos

Authors: Yang Yao, Xuan Tong, Ruofan Wang, Yixu Wang, Lujundong Li, Liang Liu, Yan Teng, Yingchun Wang | Published: 2025-02-19 | Updated: 2025-06-03
Disabling Safety Mechanisms of LLM
Ethical Considerations
Large Language Model
2025.02.19 2025.06.05
Literature Database

“Short-length” Adversarial Training Helps LLMs Defend “Long-length” Jailbreak Attacks: Theoretical and Empirical Evidence

Authors: Shaopeng Fu, Liang Ding, Di Wang | Published: 2025-02-06
Prompt Injection
Large Language Model
Adversarial Training
2025.02.06 2025.05.27
Literature Database

LLM Safety Alignment is Divergence Estimation in Disguise

Authors: Rajdeep Haldar, Ziyi Wang, Qifan Song, Guang Lin, Yue Xing | Published: 2025-02-02
Prompt Injection
Convergence Analysis
Large Language Model
Safety Alignment
2025.02.02 2025.05.27
Literature Database

A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy

Authors: Huandong Wang, Wenjie Fu, Yingzhou Tang, Zhilong Chen, Yuxi Huang, Jinghua Piao, Chen Gao, Fengli Xu, Tao Jiang, Yong Li | Published: 2025-01-16
Survey Paper
Privacy Protection
Prompt Injection
Large Language Model
2025.01.16 2025.05.27
Literature Database

Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack

Authors: Sagiv Antebi, Edan Habler, Asaf Shabtai, Yuval Elovici | Published: 2025-01-14
Cybersecurity
Privacy Protection
Large Language Model
2025.01.14 2025.05.27
Literature Database

Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards

Authors: Yangsibo Huang, Milad Nasr, Anastasios Angelopoulos, Nicholas Carlini, Wei-Lin Chiang, Christopher A. Choquette-Choo, Daphne Ippolito, Matthew Jagielski, Katherine Lee, Ken Ziyu Liu, Ion Stoica, Florian Tramer, Chiyuan Zhang | Published: 2025-01-13
Cybersecurity
Large Language Model
Attack Evaluation
2025.01.13 2025.05.27
Literature Database

SATA: A Paradigm for LLM Jailbreak via Simple Assistive Task Linkage

Authors: Xiaoning Dong, Wenbo Hu, Wei Xu, Tianxing He | Published: 2024-12-19 | Updated: 2025-03-21
Prompt Injection
Large Language Model
Adversarial Learning
2024.12.19 2025.05.27
Literature Database
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